A Multifeature Fusion Short-Term Traffic Flow Prediction Model Based on Deep Learnings

Table 4

Comparison of three evaluation indexes of the multifeature fusion model and baseline models.

Model	MAPE (%)	RMSE	MAE
LSTM	13.32	20.35	15.26
GRU	12.27	19.70	14.73
CNN-LSTM-attention	6.34	15.32	10.93
CNN-GRU-attention	5.71	15.53	10.81
CDLP	5.62	15.17	10.63
Multi-feature fusion model	5.52	14.82	10.46